Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis

Qi Chen, Changjian Shui, Mario Marchand

We derive a novel information-theoretic analysis of the generalization property of meta-learning algorithms. Concretely, our analysis proposes a generic understanding of both the c…